He didn't bother to invite the man inside. He met him at the property line, the chain-link fence separating their yards like a battlefield. His neighbor was the sort of person who treated the world like a perfectly designed spreadsheet, everything in its place. The tree, a sturdy old chestnut, was an anomaly, a disruption of his precise order.

The words were predictable, the plea unconvincing. He listened, his jaw tight, his hands clenched at his sides. He glanced at the ground, then back up at the man. His voice was steady, calm, but every word felt like a deliberate act of defiance. "I'll consider it," he finally stated, his eyes narrowed. He turned and walked away, the man's apologetic voice trailing behind him.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250